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स्ट्रक्चरल ब्रेक ए.आर.सी.एच. मॉडल×ARCH मॉडल (ऑटोरिग्रेसिव कंडीशनल हेटेरोस्केडैस्टिसिटी)×
क्षेत्रअर्थमितिअर्थमिति
परिवारRegression modelRegression model
उद्भव वर्ष1982–19901982
प्रवर्तकEngle (1982) for ARCH; Lamoureux & Lastrapes (1990) for break-adjusted variance persistenceRobert F. Engle
प्रकारVolatility model with regime changeConditional volatility model
मौलिक स्रोतEngle, R. F. (1982). Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica, 50(4), 987–1007. DOI ↗Engle, R. F. (1982). Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica, 50(4), 987–1007. DOI ↗
उपनामARCH with structural breaks, break-adjusted ARCH, regime-switching ARCH, SB-ARCHARCH, autoregressive conditional heteroskedasticity, Engle ARCH, conditional variance model
संबंधित56
सारांशThe Structural Break ARCH model extends Engle's (1982) Autoregressive Conditional Heteroscedasticity framework by explicitly accounting for abrupt, permanent shifts in the conditional variance process. Ignoring structural breaks in variance causes ARCH parameters to appear spuriously persistent, so incorporating break dummies or regime-specific parameters yields more accurate volatility estimates and better model fit.The ARCH model, introduced by Robert Engle in 1982, captures time-varying volatility in financial and macroeconomic time series. It models the conditional variance of today's error as a function of past squared errors, explaining why volatile periods cluster together — a phenomenon known as volatility clustering.
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